Most of the time, it matches you with people who queue directly for these duties. Usually this is people doing the duty for the first time, but occasionally it is because someone is farming glam or something like that.

There is a lot less reason to be doing it for the first time because you can do it with NPCs now though.

So, it is ultimately players that are causing it.